yzhao30

awesome

😎 Awesome lists about all kinds of interesting topics

llama.cpp

LLM inference in C/C++

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

faiss

A library for efficient similarity search and clustering of dense vectors.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

paper-reading

深度学习经典、新论文逐段精读

llm.c

LLM training in simple, raw C/CUDA

LxgwWenKai

An open-source Chinese font derived from Fontworks' Klee One. 一款开源中文字体，基于 FONTWORKS 出品字体 Klee One 衍生。

fauxpilot

FauxPilot - an open-source alternative to GitHub Copilot server

flash-attention

Fast and memory-efficient exact attention

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

ml-engineering

Machine Learning Engineering Open Book

autoware

Autoware - the world's leading open-source software project for autonomous driving

ml-ferret

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

Sloth

Mac app that shows all open files, directories, sockets, pipes and devices in use by all running processes. Nice GUI for lsof.

ML-Papers-Explained

Explanation to key concepts in ML

Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

autodoc

Experimental toolkit for auto-generating codebase documentation using LLMs

geogram

a programming library with geometric algorithms

awesome-slam-datasets

A curated list of awesome datasets for SLAM

luminal

Deep learning at the speed of light.

lightning-thunder

Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

PdfGptIndexer

RAG based tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy.

stable_signature

Please go to https://github.com/facebookresearch/stable_signature